IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
d746874
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "fill-mask", | |
| "library": "transformers", | |
| "model_type": "bert", | |
| "model": "google-bert/bert-base-uncased", | |
| "processor": "google-bert/bert-base-uncased", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "no_weights": true, | |
| "device_map": null, | |
| "torch_dtype": null, | |
| "eval_mode": true, | |
| "to_bettertransformer": false, | |
| "low_cpu_mem_usage": null, | |
| "attn_implementation": null, | |
| "cache_implementation": null, | |
| "autocast_enabled": false, | |
| "autocast_dtype": null, | |
| "torch_compile": false, | |
| "torch_compile_target": "forward", | |
| "torch_compile_config": {}, | |
| "quantization_scheme": null, | |
| "quantization_config": {}, | |
| "deepspeed_inference": false, | |
| "deepspeed_inference_config": {}, | |
| "peft_type": null, | |
| "peft_config": {} | |
| }, | |
| "scenario": { | |
| "name": "inference", | |
| "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario", | |
| "iterations": 1, | |
| "duration": 1, | |
| "warmup_runs": 1, | |
| "input_shapes": { | |
| "batch_size": 1, | |
| "num_choices": 2, | |
| "sequence_length": 2 | |
| }, | |
| "new_tokens": null, | |
| "memory": true, | |
| "latency": true, | |
| "energy": false, | |
| "forward_kwargs": {}, | |
| "generate_kwargs": { | |
| "max_new_tokens": 2, | |
| "min_new_tokens": 2 | |
| }, | |
| "call_kwargs": { | |
| "num_inference_steps": 2 | |
| } | |
| }, | |
| "launcher": { | |
| "name": "process", | |
| "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
| "device_isolation": true, | |
| "device_isolation_action": "error", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7643 48-Core Processor", | |
| "cpu_count": 96, | |
| "cpu_ram_mb": 1082028.982272, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 68702699520, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "65fa416fd503cfe9a2be7637ee30c70a4a1f96f1", | |
| "transformers_version": "4.43.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 898.260992, | |
| "max_global_vram": 875.331584, | |
| "max_process_vram": 42632.876032, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 533.571072 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 6.684748046875, | |
| "mean": 6.684748046875, | |
| "stdev": 0.0, | |
| "p50": 6.684748046875, | |
| "p90": 6.684748046875, | |
| "p95": 6.684748046875, | |
| "p99": 6.684748046875, | |
| "values": [ | |
| 6.684748046875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1017.880576, | |
| "max_global_vram": 938.876928, | |
| "max_process_vram": 224138.0352, | |
| "max_reserved": 589.299712, | |
| "max_allocated": 439.456768 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 150, | |
| "total": 1.0011488580703736, | |
| "mean": 0.0066743257204691575, | |
| "stdev": 0.0008525872013783128, | |
| "p50": 0.006548614501953125, | |
| "p90": 0.00676805419921875, | |
| "p95": 0.006902886056900024, | |
| "p99": 0.010280326461791951, | |
| "values": [ | |
| 0.006895493984222412, | |
| 0.006754213809967041, | |
| 0.006870213985443115, | |
| 0.006952613830566406, | |
| 0.006908934116363525, | |
| 0.008050370216369628, | |
| 0.006746533870697021, | |
| 0.006773094177246094, | |
| 0.006737895011901855, | |
| 0.006686374187469483, | |
| 0.006645575046539307, | |
| 0.006620615005493164, | |
| 0.006576456069946289, | |
| 0.006615335941314697, | |
| 0.006556455135345459, | |
| 0.006549415111541748, | |
| 0.006511654853820801, | |
| 0.006493256092071533, | |
| 0.014988423347473145, | |
| 0.007656771183013916, | |
| 0.006986534118652344, | |
| 0.006428454875946045, | |
| 0.006434375762939453, | |
| 0.0064262161254882814, | |
| 0.006391816139221192, | |
| 0.006393415927886963, | |
| 0.0064238147735595705, | |
| 0.00641485595703125, | |
| 0.006406055927276611, | |
| 0.006454216003417969, | |
| 0.006403175830841065, | |
| 0.0064759750366210934, | |
| 0.006461575984954834, | |
| 0.006426055908203125, | |
| 0.006404295921325683, | |
| 0.006435975074768067, | |
| 0.006401576042175293, | |
| 0.006409575939178467, | |
| 0.006422056198120117, | |
| 0.006434215068817139, | |
| 0.006429096221923828, | |
| 0.006420455932617188, | |
| 0.0064734148979187014, | |
| 0.006501895904541016, | |
| 0.0064655752182006835, | |
| 0.006486695766448974, | |
| 0.0064844551086425785, | |
| 0.006466216087341309, | |
| 0.006490694999694824, | |
| 0.006485735893249512, | |
| 0.0065505352020263675, | |
| 0.006531974792480469, | |
| 0.00646173620223999, | |
| 0.006489095211029053, | |
| 0.0064658961296081546, | |
| 0.006470376014709472, | |
| 0.006465895175933838, | |
| 0.006474215984344483, | |
| 0.00645165491104126, | |
| 0.006495975971221924, | |
| 0.006457574844360351, | |
| 0.006526855945587158, | |
| 0.006495015144348144, | |
| 0.006514376163482666, | |
| 0.006476614952087402, | |
| 0.00648029613494873, | |
| 0.006514214992523194, | |
| 0.006499814987182617, | |
| 0.006458375930786133, | |
| 0.00651709508895874, | |
| 0.006494056224822998, | |
| 0.006501894950866699, | |
| 0.00648637580871582, | |
| 0.006522055149078369, | |
| 0.0065433349609375, | |
| 0.006511975765228271, | |
| 0.006497574806213379, | |
| 0.006499335765838623, | |
| 0.0065351748466491695, | |
| 0.006493575096130371, | |
| 0.006496456146240235, | |
| 0.006502214908599853, | |
| 0.006484776020050049, | |
| 0.006531654834747314, | |
| 0.006480455875396729, | |
| 0.006494054794311524, | |
| 0.012422833442687988, | |
| 0.006522696018218994, | |
| 0.0065401349067687985, | |
| 0.006539175033569336, | |
| 0.006489096164703369, | |
| 0.006520774841308594, | |
| 0.0065137348175048826, | |
| 0.006554855823516846, | |
| 0.006553255081176758, | |
| 0.0065804548263549804, | |
| 0.006577895164489746, | |
| 0.006584615230560303, | |
| 0.006579014778137207, | |
| 0.006564614772796631, | |
| 0.0065964550971984864, | |
| 0.006597095012664795, | |
| 0.006576615810394287, | |
| 0.0065866951942443845, | |
| 0.0065754947662353515, | |
| 0.006584935188293457, | |
| 0.006579494953155517, | |
| 0.00660173511505127, | |
| 0.0065914950370788575, | |
| 0.006585255146026612, | |
| 0.006580455780029297, | |
| 0.00671389389038086, | |
| 0.006865893840789795, | |
| 0.0068570938110351564, | |
| 0.0068458948135375975, | |
| 0.006913894176483154, | |
| 0.006728135108947754, | |
| 0.0066606149673461915, | |
| 0.006767494201660156, | |
| 0.00678301477432251, | |
| 0.006658373832702636, | |
| 0.006744615077972412, | |
| 0.006728294849395752, | |
| 0.006697733879089355, | |
| 0.006708775043487549, | |
| 0.006587814807891845, | |
| 0.0065815749168396, | |
| 0.006582855224609375, | |
| 0.006585734844207764, | |
| 0.006559815883636475, | |
| 0.00655965518951416, | |
| 0.006592615127563477, | |
| 0.006548295021057129, | |
| 0.006557254791259765, | |
| 0.0065562958717346196, | |
| 0.006552454948425293, | |
| 0.006586534976959229, | |
| 0.006609095096588135, | |
| 0.006590215206146241, | |
| 0.006578054904937744, | |
| 0.0065823750495910644, | |
| 0.006593736171722412, | |
| 0.006580935955047607, | |
| 0.0065590147972106935, | |
| 0.006546535015106201, | |
| 0.0065895748138427735, | |
| 0.006539336204528809, | |
| 0.0065498948097229, | |
| 0.006548933982849121, | |
| 0.006556934833526611 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 149.8278690434825 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |